{"id":"W2007486550","doi":"10.3899/jrheum.101142","title":"Persistence with Anti-Tumor Necrosis Factor Therapies in Patients with Rheumatoid Arthritis: Observations from the RADIUS Registry","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"Amgen","keywords":"Medicine; Rheumatoid arthritis; Persistence (discontinuity); Tumor necrosis factor alpha; Internal medicine; Rheumatoid factor; Tumor necrosis factor α; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003397261,0.0001940876,0.0006839641,0.0009552821,0.0003133084,0.0008419766,0.0005433203,0.0004427681,0.0008703895],"category_scores_gemma":[0.01223932,0.0002478307,0.0005950221,0.001616784,0.0003208824,0.0006190369,0.0006748398,0.0004310511,0.0004340014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004632619,"about_ca_system_score_gemma":0.0006311237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005915077,"about_ca_topic_score_gemma":0.005239393,"domain_scores_codex":[0.9953566,0.001502979,0.0009149261,0.0008374734,0.001120421,0.0002675068],"domain_scores_gemma":[0.9735863,0.003777353,0.01842745,0.00169563,0.001759315,0.0007540626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002027726,0.00001612992,0.997934,0.00001853968,0.00007088095,0.00004875271,0.00006764533,0.00004363485,0.00007732931,0.00000798272,0.0001605617,0.001351812],"study_design_scores_gemma":[0.00003932568,0.0001917289,0.9974676,0.00002497984,0.00009524611,0.0008331093,0.0001753502,0.0002563831,0.0001314049,0.00001159362,0.0007633745,0.000009804501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970324,0.0009096619,0.0001451952,0.00006698132,0.000004043375,0.00001160052,0.001491537,0.00001037422,0.0003282082],"genre_scores_gemma":[0.9975095,0.0004407007,0.0001909496,0.00003698328,0.00001778567,0.00001911362,0.001650197,0.000006706979,0.0001280535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005915077,"threshold_uncertainty_score":0.01796663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077420334163436,"score_gpt":0.2263739251309891,"score_spread":0.1955997217893548,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}